Application of AHP Method to Cargo Airline Selection for Air Freight Forwarder

Authors

  • Nisakorn Somsuk Department of Industrial Engineering, Faculty of Engineering, Rajamangala University of Technology Thanyaburi
  • Vatcharaporn Pookboonmee Office of Academic, Eastern Asia University
  • Sutit Huangsuwan School of Aviation, Eastern Asia University
  • Koranut Sakulkrit School of Aviation, Eastern Asia University
  • Sirirat Nakha Office of Educational Service, Eastern Asia University
  • Sasirat Saikhoone School of Business Administration, Eastern Asia University

Keywords:

Airline selection, Analytic Hierarchy Process, sensitivity analysis, air freight forwarder

Abstract

Air freight forwarders play a key role in the air cargo industry. To air freight forwarders, making a reasonable decision to select the ‘best’ airline can be considered as a strategic tool to gain a competitive advantage. In previous study, the appropriate criteria and sub-criteria for selecting the air freight airlines were determined by Thai experts in logistics, and the Analytic Hierarchy Process--AHP model for selecting the best airline was developed. The aim of this paper was to extend our previous study by applying the AHP model to the Bollore Logistics (Thailand) Co., Ltd., a freight forwarder in order to select the ‘best’ airline through the view of the “managers”, and conducting sensitivity analysis via changing criteria weight values and changing the weight values of experts in order to investigate the robustness of the ranking results. From the freight manager’s point of view, the best airline was the X Airline, in which the management gave the utmost importance to the price and reliability criteria respectively. According to the sensitivity analysis results, it can be concluded that there was the robustness of the decision results.

References

Anggorowati, A. (2017). The evaluation of freight forwarding business existences. Advances in Engineering Research (AER), 147, 714-726. https://doi.org/10.2991/grost-17.2018.62

Bernasconi, M., Choirat, C., & Seri, R. (2010). The Anatytic Hierarchy Process and the theory of measurement. Management Science, 56(4), 699-711. https://doi.org/10.1287/mnsc.1090.1123

Chao, C.-C., Lirn T.-C., & Shang, K.-C. (2013). Market segmentation of airline cargo transport. The Service Industries Journal, 33(15-16), 1672-1685. doi: 10.1080/02642069.2011.638920.

de Lima, M. G., & Belderrain, M. C. N. (2016). Structuring multicriteria model for airports selection for cargo airlines exclusively. Ingeniare. Revistachilena de ingeniería, 24(3), 465-479. http://dx.doi.org/10.4067/S0718-33052016000300011.

de Reuck, S., Donald, F., & Siemers, I. (2014). Factors associated with safety events in air traffic control. Ergonomics SA: Journal of the Ergonomics Society of South Africa, 26(1), 2-18.

Dong, Y., Zhang, G., Hong, W.-C., & Xu, Y. (2010). Consensus models for AHP group decision making under row geometric mean prioritization method. Decision Support Systems, 49(3), 281–289. https://doi.org/10.1016/j.dss.2010.03.003

Feng, B., Li, Y., & Shen, Z.-J. M. (2015). Air cargo operations: Literature review and comparison with practices. Transportation Research Part C, 56, 263-280. https://doi.org/10.1016/j.trc.2015.03.028.

Gardi, A., Sabatini, R., & Ramasamy, S. (2016). Multi-objective optimisation of aircraft flight trajectories in the ATM and avionics context. Progress in Aerospace Sciences, 83, 1-36. doi: http://dx.doi.org/10.1016/j.paerosci.2015.11.006.

Jaroenphamin, P., & Somsuk, N. (2018). A selection of baggage handling error reduction projects using root cause analysis integrated with Analytic Hierarchy Process method. EAU Heritage Journal Science and Technology, 12(1), 110-120. (in Thai)

Jeamjamroon, S., & Somsuk, N. (2016). Key success factors for flight operations of Nok Airlines. EAU Heritage Journal Science and Technology, 10(2), 160-174. (in Thai)

Kotova, V. V. (2016). A research of procedures used in the analytic hierarchy process and visualization in sensitivity analysis. Scientific Visualization, 8(2), 59-84. http://sv-journal.org/2016-2/06/en/index.php?lang=en

Meixell, M. J., & Norbis, M. (2008). A review of the transportation mode choice and carrier selection literature. The International Journal of Logistics Management, 19(2), 183–211. doi: 10.1108/09574090810895951.

Mitsumoto, N., & Somsuk, N. (2016). Prioritizing the critical success factors for the cabin crew’s training. EAU Heritage Journal Science and Technology, 10(1), 205-222. (in Thai)

Pohekar, S., & Ramachandran, M. (2004). Application of Multi-Criteria Decision Making to Sustainable Energy Planning-A Review. Renewable and Sustainable Energy Reviews, 8(4), 365-381. https://doi.org/10.1016/j.rser.2003.12.007.

Polsuwan, L., & Somsuk, N. (2016). Service quality development for low cost airline. EAU Heritage Journal Science and Technology, 10(3), 147-163. (in Thai)

Pookboonmee, V., & Somsuk, N. (2020a). The study of selection criteria for cargo airline. In proceedings of Green ASIA and Sustainability Forum: BCG in Action; the New Sustainable Growth Engine

(Bio-Circular-Green Economy), 12 June 2020 (pp. 250-264). Pathum Thani: Eastern Asia University (in Thai)

Pookboonmee, V., & Somsuk, N. (2020b). Multi-criteria decision making to select optimal cargo airline for air freight forwarder. In proceedings of Green ASIA and Sustainability Forum: BCG in Action; the New Sustainable Growth Engine (Bio-Circular-Green Economy), 12 June 2020 (pp. 265-279). Pathum Thani: Eastern Asia University. (in Thai)

Saaty, T. L. (1980). The Analytic Hierarchy Process: Planning, Priority Setting, Resource Allocation.

New York: McGraw-Hill.

Saaty, T. L., & Vargas, L. G. (2013). Decision Making with the Analytic Network Process. International Series in Operations Research & Management Science (2nd Ed.). New York: Springer US. doi: 10.1007/978-1-4614-7279-7

Saaty, T.L. (2008). Decision making with the analytic hierarchy process. International Journal of Services Sciences, 1(1), 83–98. https://doi.org/10.1504/IJSSCI.2008.017590

Updegrove, J., & Jafer, S. (2017). Optimization of air traffic control training at the federal aviation administration academy. Aerospace, 4(4), 50, 1-12.

Wang, S., Sheng, Z., Xi, Y., & Ma, X. (2018). The application of the Analytic Hierarchy Process and a new correlation algorithm to urban construction and supervision using multi-source government data in Tianjin. International Journal of Geo-Information, 7(2), 1-14. doi: 10.3390/ijgi7020050

Wu, S. (2003). The Study of Consolidation Decision Problems for Air Cargo Forwarders. Institute of Transportation, Dissertation

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Published

2021-04-16

How to Cite

Somsuk, N. ., Pookboonmee, V. ., Huangsuwan, S. ., Sakulkrit, K. ., Nakha, S. ., & Saikhoone, S. . (2021). Application of AHP Method to Cargo Airline Selection for Air Freight Forwarder. EAU Heritage Journal Science and Technology (Online), 15(1), 218–234. retrieved from https://he01.tci-thaijo.org/index.php/EAUHJSci/article/view/246873

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Research Articles